[其他] ICML-How Framelets Enhance Graph Neural Networks [推广有奖]

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发表于 2025-8-10 13:47:10 |AI写论文

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How Framelets Enhance Graph Neural Networks

         Xuebin Zheng * 1 Bingxin Zhou * 1 Junbin Gao 1 Yu Guang Wang 2 3 4
               Pietro Liò 5 Ming Li 6 Guido Montúfar 7 2

         Abstract             1. Introduction
This paper presents a new approach for assem-    Graph neural networks (GNNs) are a powerful deep learning
bling graph neural networks based on framelet    method for prediction tasks on graph-structured data (Wu
transforms. The latter provides a  ...